MCP Server Quality Scores
Independent quality analysis of 67181 public MCP servers
Last updated 1 hour, 51 minutes ago
Grade Distribution
Score Distribution
| # | Server | Score ↓ | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ○ Unscored | ||||||||||
| 35151 |
fiMCP
Claim
Provides stock market data and technical indicators (RSI, Bollinger Bands, SMA,…
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| 35152 |
oracledb-mcp
Claim
MCP server for Oracle SQL performance diagnostics and AWR analysis, compatible …
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| 35153 |
MCPyDoc
Claim
Provides real-time access to Python package documentation, source code, and sym…
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| 35154 |
niahub-mcp
Claim
Provides pre-indexed knowledge packs for popular technologies (Stripe, React, e…
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| 35155 |
devops-agent-networking
Claim
Enables DevOps Agent to troubleshoot VPC networking problems by running live pr…
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| 35156 |
@pokerai/mcp
Claim
MCP server for the Pokerai API providing solver-grade GTO strategy for 6-max No…
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| 35157 |
SatisMeter MCP
Claim
Read-only MCP server for exposing SatisMeter survey data to Claude custom conne…
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| 35158 |
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| 35159 |
gainium-mcp
Claim
MCP server for Gainium — manage trading bots, deals, and balances via AI assist…
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| 35160 |
the-designer
Claim
Enables generating UI design rules, fetching color palettes, and retrieving bra…
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| 35161 |
IPOGrid Research
Claim
Hosted MCP server for filing-driven IPO research, market snapshots, SEC filing …
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| 35162 |
Enables AI agents to send emails and append content to Google Docs using Gmail …
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| 35163 |
Provides access to Canadian federal parliamentary data (debates, bills, MPs, vo…
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| 35164 |
bettermemory
Claim
Memory for coding agents, checked against the filesystem and git before it is b…
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| 35165 |
Excalidraw MCP Server
Claim
Run a live Excalidraw canvas and control it from AI agents.
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| 35166 |
CyPerf MCP Server
Claim
Exposes Keysight CyPerf network performance and security testing as 100 tools a…
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| 35167 |
nuvepro_ai_sandbox
Claim
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| 35168 |
Metabase MCP Server
Claim
Provides AI assistants with full access to Metabase analytics platform, enablin…
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| 35169 |
DuckDuckGo Search
Claim
Search the web using DuckDuckGo and fetch/convert web content using Jina Reader…
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| 35170 |
DC-COCO-MCP
Claim
Enables AI clients to control Cocos Creator editor projects, scenes, nodes, com…
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| 35171 |
linkedin-mcp-server
Claim
Enables interaction with LinkedIn tools and services through the Universal MCP …
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| 35172 |
HumanHours
Claim
Track agent ROI and enrich companies via MCP. Remote, OAuth 2.1, no install or …
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| 35173 |
infra-diagnostics-mcp
Claim
An MCP server providing infrastructure diagnostic tools including port checks, …
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| 35174 |
raspa-mcp
Claim
Wraps the RASPA2 molecular simulation engine into MCP tools, enabling AI agents…
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| 35175 |
Local PDF accessibility audit: machine-checkable PDF/UA basics (ADA/EAA/508). N…
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| 35176 |
Morocco Open Data MCP
Claim
Provides unified access to Moroccan government data, financial markets, geograp…
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| 35177 |
A Model Context Protocol server adapted for Google Cloud Platform that enables …
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| 35178 |
Nova3D
Claim
Structured, part-aware 3D generation for AI agents. Named-part GLB, preview URL…
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| 35179 |
mcp-llm-behave
Claim
Exposes llm-behave's behavioral regression testing as MCP tools, allowing offli…
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| 35180 |
GDPR compliance scanner API for AI agents. Audit any website for EU data protec…
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| 35181 |
socrata-mcp-server
Claim
Search and query government open-data portals via the Socrata SODA 2.1 and Disc…
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| 35182 |
Field Ascend
Claim
Field Ascend is a multi-tenant field service management platform used by engine…
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| 35183 |
nexonco-mcp
Claim
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| 35184 |
yt-mcp
Claim
MCP server for managing YouTube channels using Data API v3 and Analytics. Suppo…
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| 35185 |
arthas-mcp-proxy
Claim
Aggregates multiple Arthas agents into a single MCP server, allowing Claude to …
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| 35186 |
hevy-mcp
Claim
MCP server for the Hevy workout tracker API that allows reading and writing wor…
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| 35187 |
GenGEO
Claim
Machine-readable merchant verification infrastructure for AI shopping agents an…
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| 35188 |
Enables semantic search over Databricks docs, API reference, Terraform provider…
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| 35189 |
mindmap-mcp-server
Claim
Local-first memory & context-handoff across AI tools — capture context in one t…
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| 35190 |
bank
Claim
The financial layer for the agent economy. Self-custody wallets, on-chain USDC …
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| 35191 |
Archy
Claim
Architectural sensor for Python codebases. Scores structural health (modularity…
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| 35192 |
Institutional-grade quantitative stock analysis and research signals for AI age…
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| 35193 |
linux-computer-use-skill
Claim
A standalone MCP server for Linux desktop control, enabling screenshots, mouse/…
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| 35194 |
Genesys MCP
Claim
Enables AI agents to interact with Genesys Cloud platform through MCP tools, re…
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| 35195 |
watch-skill
Claim
MCP server that enables AI agents to watch and analyze videos from 1800+ source…
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| 35196 |
M365 MCP Server
Claim
A secure remote MCP server that integrates Microsoft 365 services with AI assis…
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| 35197 |
workday-mcp-reference
Claim
A vendor-neutral reference implementation of a Workday MCP server that enables …
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| 35198 |
MCP Server Demo
Claim
A demonstration project showing how to set up and use a custom MCP server with …
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| 35199 |
manifold-market-api
Claim
Wraps the Manifold Markets public REST API into an MCP server, providing 40 too…
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| 35200 |
Nexus MCP
Claim
MCP server with X402 payment integration, enabling AI agents to access paid too…
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